The intention of reinforcement learning is to learn a policy, which happens to be a mapping from states to actions, that maximizes the predicted cumulative reward with time.Data science can expose gaps and challenges that may normally go unnoticed. Greater Perception about purchase conclusions, purchaser feed-back, and business processes can drive